Pandas Profiling Report

Dataset statistics

Number of variables	39
Number of observations	260601
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	177.0 MiB
Average record size in memory	712.0 B

Variable types

Numeric	9
Categorical	30

Alerts

`count_floors_pre_eq` is highly overall correlated with `height_percentage` and 1 other fields	High correlation
`height_percentage` is highly overall correlated with `count_floors_pre_eq`	High correlation
`foundation_type` is highly overall correlated with `roof_type` and 4 other fields	High correlation
`roof_type` is highly overall correlated with `foundation_type` and 1 other fields	High correlation
`ground_floor_type` is highly overall correlated with `has_superstructure_cement_mortar_brick`	High correlation
`other_floor_type` is highly overall correlated with `count_floors_pre_eq` and 1 other fields	High correlation
`has_superstructure_mud_mortar_stone` is highly overall correlated with `foundation_type`	High correlation
`has_superstructure_cement_mortar_brick` is highly overall correlated with `foundation_type` and 1 other fields	High correlation
`has_superstructure_rc_non_engineered` is highly overall correlated with `foundation_type`	High correlation
`has_superstructure_rc_engineered` is highly overall correlated with `foundation_type`	High correlation
`has_secondary_use` is highly overall correlated with `has_secondary_use_agriculture` and 1 other fields	High correlation
`has_secondary_use_agriculture` is highly overall correlated with `has_secondary_use`	High correlation
`has_secondary_use_hotel` is highly overall correlated with `has_secondary_use`	High correlation
`land_surface_condition` is highly imbalanced (51.3%)	Imbalance
`foundation_type` is highly imbalanced (60.9%)	Imbalance
`ground_floor_type` is highly imbalanced (59.3%)	Imbalance
`position` is highly imbalanced (50.4%)	Imbalance
`plan_configuration` is highly imbalanced (90.7%)	Imbalance
`has_superstructure_adobe_mud` is highly imbalanced (56.8%)	Imbalance
`has_superstructure_stone_flag` is highly imbalanced (78.4%)	Imbalance
`has_superstructure_cement_mortar_stone` is highly imbalanced (86.9%)	Imbalance
`has_superstructure_mud_mortar_brick` is highly imbalanced (64.1%)	Imbalance
`has_superstructure_cement_mortar_brick` is highly imbalanced (61.5%)	Imbalance
`has_superstructure_bamboo` is highly imbalanced (58.0%)	Imbalance
`has_superstructure_rc_non_engineered` is highly imbalanced (74.6%)	Imbalance
`has_superstructure_rc_engineered` is highly imbalanced (88.2%)	Imbalance
`has_superstructure_other` is highly imbalanced (88.8%)	Imbalance
`legal_ownership_status` is highly imbalanced (86.0%)	Imbalance
`has_secondary_use_agriculture` is highly imbalanced (65.5%)	Imbalance
`has_secondary_use_hotel` is highly imbalanced (78.8%)	Imbalance
`has_secondary_use_rental` is highly imbalanced (93.2%)	Imbalance
`has_secondary_use_institution` is highly imbalanced (98.9%)	Imbalance
`has_secondary_use_school` is highly imbalanced (99.5%)	Imbalance
`has_secondary_use_industry` is highly imbalanced (98.8%)	Imbalance
`has_secondary_use_health_post` is highly imbalanced (99.7%)	Imbalance
`has_secondary_use_gov_office` is highly imbalanced (99.8%)	Imbalance
`has_secondary_use_use_police` is highly imbalanced (99.9%)	Imbalance
`has_secondary_use_other` is highly imbalanced (95.4%)	Imbalance
`building_id` has unique values	Unique
`geo_level_1_id` has 4011 (1.5%) zeros	Zeros
`age` has 26041 (10.0%) zeros	Zeros
`count_families` has 20862 (8.0%) zeros	Zeros

Reproduction

Analysis started	2024-04-11 09:39:57.624146
Analysis finished	2024-04-11 09:40:20.433003
Duration	22.81 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

building_id
Real number (ℝ)

Distinct	260601
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	525675.48

Minimum	4
Maximum	1052934
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	4
5-th percentile	52114
Q1	261190
median	525757
Q3	789762
95-th percentile	1000724
Maximum	1052934
Range	1052930
Interquartile range (IQR)	528572

Descriptive statistics

Standard deviation	304545
Coefficient of variation (CV)	0.57934031
Kurtosis	-1.203879
Mean	525675.48
Median Absolute Deviation (MAD)	264277
Skewness	0.0018823567
Sum	1.3699156 × 10¹¹
Variance	9.2747656 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
802906	1	< 0.1%
680296	1	< 0.1%
802531	1	< 0.1%
544902	1	< 0.1%
823257	1	< 0.1%
373540	1	< 0.1%
627590	1	< 0.1%
421951	1	< 0.1%
241191	1	< 0.1%
1024699	1	< 0.1%
Other values (260591)	260591	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	< 0.1%
8	1	< 0.1%
12	1	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
25	1	< 0.1%
28	1	< 0.1%
31	1	< 0.1%
34	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
1052934	1	< 0.1%
1052931	1	< 0.1%
1052929	1	< 0.1%
1052926	1	< 0.1%
1052921	1	< 0.1%
1052915	1	< 0.1%
1052911	1	< 0.1%
1052909	1	< 0.1%
1052908	1	< 0.1%
1052906	1	< 0.1%

geo_level_1_id
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.900353

Minimum	0
Maximum	30
Zeros	4011
Zeros (%)	1.5%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
median	12
Q3	21
95-th percentile	27
Maximum	30
Range	30
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	8.0336166
Coefficient of variation (CV)	0.57794334
Kurtosis	-1.2132488
Mean	13.900353
Median Absolute Deviation (MAD)	6
Skewness	0.27253035
Sum	3622446
Variance	64.538996
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
6	24381	9.4%
26	22615	8.7%
10	22079	8.5%
17	21813	8.4%
8	19080	7.3%
7	18994	7.3%
20	17216	6.6%
21	14889	5.7%
4	14568	5.6%
27	12532	4.8%
Other values (21)	72434	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4011	1.5%
1	2701	1.0%
2	931	0.4%
3	7540	2.9%
4	14568	5.6%
5	2690	1.0%
6	24381	9.4%
7	18994	7.3%
8	19080	7.3%
9	3958	1.5%

Value	Count	Frequency (%)
30	2686	1.0%
29	396	0.2%
28	265	0.1%
27	12532	4.8%
26	22615	8.7%
25	5624	2.2%
24	1310	0.5%
23	1121	0.4%
22	6252	2.4%
21	14889	5.7%

geo_level_2_id
Real number (ℝ)

Distinct	1414
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	701.07469

Minimum	0
Maximum	1427
Zeros	38
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	69
Q1	350
median	702
Q3	1050
95-th percentile	1377
Maximum	1427
Range	1427
Interquartile range (IQR)	700

Descriptive statistics

Standard deviation	412.71073
Coefficient of variation (CV)	0.58868298
Kurtosis	-1.1882325
Mean	701.07469
Median Absolute Deviation (MAD)	349
Skewness	0.028957381
Sum	1.8270076 × 10⁸
Variance	170330.15
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	4038	1.5%
158	2520	1.0%
181	2080	0.8%
1387	2040	0.8%
157	1897	0.7%
363	1760	0.7%
463	1740	0.7%
673	1704	0.7%
533	1684	0.6%
883	1626	0.6%
Other values (1404)	239512	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38	< 0.1%
1	204	0.1%
3	77	< 0.1%
4	315	0.1%
5	25	< 0.1%
6	2	< 0.1%
7	100	< 0.1%
8	120	< 0.1%
9	333	0.1%
10	354	0.1%

Value	Count	Frequency (%)
1427	6	< 0.1%
1426	286	0.1%
1425	466	0.2%
1424	7	< 0.1%
1423	3	< 0.1%
1422	216	0.1%
1421	254	0.1%
1420	10	< 0.1%
1419	95	< 0.1%
1418	152	0.1%

geo_level_3_id
Real number (ℝ)

Distinct	11595
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6257.8761

Minimum	0
Maximum	12567
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	611
Q1	3073
median	6270
Q3	9412
95-th percentile	11927
Maximum	12567
Range	12567
Interquartile range (IQR)	6339

Descriptive statistics

Standard deviation	3646.3696
Coefficient of variation (CV)	0.58268485
Kurtosis	-1.2138965
Mean	6257.8761
Median Absolute Deviation (MAD)	3171
Skewness	0.00039351209
Sum	1.6308088 × 10⁹
Variance	13296012
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
633	651	0.2%
9133	647	0.2%
621	530	0.2%
11246	470	0.2%
2005	466	0.2%
11440	455	0.2%
7723	443	0.2%
9229	381	0.1%
2452	349	0.1%
12258	312	0.1%
Other values (11585)	255897	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
1	6	< 0.1%
3	9	< 0.1%
5	14	< 0.1%
6	21	< 0.1%
7	2	< 0.1%
8	31	< 0.1%
9	3	< 0.1%
10	1	< 0.1%
11	62	< 0.1%

Value	Count	Frequency (%)
12567	1	< 0.1%
12565	7	< 0.1%
12564	6	< 0.1%
12563	24	< 0.1%
12562	3	< 0.1%
12561	19	< 0.1%
12560	17	< 0.1%
12559	6	< 0.1%
12558	6	< 0.1%
12557	44	< 0.1%

count_floors_pre_eq
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1297232

Minimum	1
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	9
Range	8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.72766455
Coefficient of variation (CV)	0.34167095
Kurtosis	2.3225979
Mean	2.1297232
Median Absolute Deviation (MAD)	0
Skewness	0.83411296
Sum	555008
Variance	0.52949569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	156623	60.1%
3	55617	21.3%
1	40441	15.5%
4	5424	2.1%
5	2246	0.9%
6	209	0.1%
7	39	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	40441	15.5%
2	156623	60.1%
3	55617	21.3%
4	5424	2.1%
5	2246	0.9%
6	209	0.1%
7	39	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
8	1	< 0.1%
7	39	< 0.1%
6	209	0.1%
5	2246	0.9%
4	5424	2.1%
3	55617	21.3%
2	156623	60.1%
1	40441	15.5%

age
Real number (ℝ)

Distinct	42
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.535029

Minimum	0
Maximum	995
Zeros	26041
Zeros (%)	10.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	15
Q3	30
95-th percentile	60
Maximum	995
Range	995
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	73.565937
Coefficient of variation (CV)	2.7724084
Kurtosis	157.24824
Mean	26.535029
Median Absolute Deviation (MAD)	10
Skewness	12.192494
Sum	6915055
Variance	5411.947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
10	38896	14.9%
15	36010	13.8%
5	33697	12.9%
20	32182	12.3%
0	26041	10.0%
25	24366	9.3%
30	18028	6.9%
35	10710	4.1%
40	10559	4.1%
50	7257	2.8%
Other values (32)	22855	8.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26041	10.0%
5	33697	12.9%
10	38896	14.9%
15	36010	13.8%
20	32182	12.3%
25	24366	9.3%
30	18028	6.9%
35	10710	4.1%
40	10559	4.1%
45	4711	1.8%

Value	Count	Frequency (%)
995	1390	0.5%
200	106	< 0.1%
195	2	< 0.1%
190	3	< 0.1%
185	1	< 0.1%
180	7	< 0.1%
175	5	< 0.1%
170	6	< 0.1%
165	2	< 0.1%
160	6	< 0.1%

area_percentage
Real number (ℝ)

Distinct	84
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.0180506

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	5
median	7
Q3	9
95-th percentile	16
Maximum	100
Range	99
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	4.3922309
Coefficient of variation (CV)	0.54779287
Kurtosis	30.438258
Mean	8.0180506
Median Absolute Deviation (MAD)	2
Skewness	3.5260823
Sum	2089512
Variance	19.291693
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	42013	16.1%
7	36752	14.1%
5	32724	12.6%
8	28445	10.9%
9	22199	8.5%
4	19236	7.4%
10	15613	6.0%
11	13907	5.3%
3	11837	4.5%
12	7581	2.9%
Other values (74)	30294	11.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	90	< 0.1%
2	3181	1.2%
3	11837	4.5%
4	19236	7.4%
5	32724	12.6%
6	42013	16.1%
7	36752	14.1%
8	28445	10.9%
9	22199	8.5%
10	15613	6.0%

Value	Count	Frequency (%)
100	1	< 0.1%
96	3	< 0.1%
90	1	< 0.1%
86	5	< 0.1%
85	4	< 0.1%
84	3	< 0.1%
83	3	< 0.1%
82	1	< 0.1%
80	1	< 0.1%
78	1	< 0.1%

height_percentage
Real number (ℝ)

Distinct	27
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4343652

Minimum	2
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	2
5-th percentile	3
Q1	4
median	5
Q3	6
95-th percentile	9
Maximum	32
Range	30
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.9184182
Coefficient of variation (CV)	0.35301607
Kurtosis	14.318526
Mean	5.4343652
Median Absolute Deviation (MAD)	1
Skewness	1.8082618
Sum	1416201
Variance	3.6803285
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
5	78513	30.1%
6	46477	17.8%
4	37763	14.5%
7	35465	13.6%
3	25957	10.0%
8	13902	5.3%
2	9305	3.6%
9	5376	2.1%
10	4492	1.7%
11	917	0.4%
Other values (17)	2434	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	9305	3.6%
3	25957	10.0%
4	37763	14.5%
5	78513	30.1%
6	46477	17.8%
7	35465	13.6%
8	13902	5.3%
9	5376	2.1%
10	4492	1.7%
11	917	0.4%

Value	Count	Frequency (%)
32	75	< 0.1%
31	1	< 0.1%
28	2	< 0.1%
26	2	< 0.1%
25	3	< 0.1%
24	4	< 0.1%
23	11	< 0.1%
21	13	< 0.1%
20	33	< 0.1%
19	7	< 0.1%

land_surface_condition
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

t	216757
n	35528
o	8316

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	t
2nd row	o
3rd row	t
4th row	t
5th row	t

Common Values

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Most occurring characters

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	216757	83.2%
n	35528	13.6%
o	8316	3.2%

foundation_type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

r	219196
w	15118
u	14260
i	10579
h	1448

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	r
2nd row	r
3rd row	r
4th row	r
5th row	r

Common Values

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Most occurring characters

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	219196	84.1%
w	15118	5.8%
u	14260	5.5%
i	10579	4.1%
h	1448	0.6%

roof_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

n	182842
q	61576
x	16183

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	n
2nd row	n
3rd row	n
4th row	n
5th row	n

Common Values

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Most occurring characters

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	182842	70.2%
q	61576	23.6%
x	16183	6.2%

ground_floor_type
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

f	209619
x	24877
v	24593
z	1004
m	508

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	f
2nd row	x
3rd row	f
4th row	f
5th row	f

Common Values

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Most occurring characters

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
f	209619	80.4%
x	24877	9.5%
v	24593	9.4%
z	1004	0.4%
m	508	0.2%

other_floor_type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

q	165282
x	43448
j	39843
s	12028

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	q
2nd row	q
3rd row	x
4th row	x
5th row	x

Common Values

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Most occurring characters

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
q	165282	63.4%
x	43448	16.7%
j	39843	15.3%
s	12028	4.6%

position
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

s	202090
t	42896
j	13282
o	2333

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	t
2nd row	s
3rd row	t
4th row	s
5th row	s

Common Values

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Most occurring characters

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	202090	77.5%
t	42896	16.5%
j	13282	5.1%
o	2333	0.9%

plan_configuration
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

d	250072
q	5692
u	3649
s	346
c	325
Other values (5)	517

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	d
2nd row	d
3rd row	d
4th row	d
5th row	d

Common Values

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	250072	96.0%
q	5692	2.2%
u	3649	1.4%
s	346	0.1%
c	325	0.1%
a	252	0.1%
o	159	0.1%
m	46	< 0.1%
n	38	< 0.1%
f	22	< 0.1%

has_superstructure_adobe_mud
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	237500
1	23101

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

Most occurring characters

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	237500	91.1%
1	23101	8.9%

has_superstructure_mud_mortar_stone
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

1	198561
0	62040

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

Most occurring characters

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	198561	76.2%
0	62040	23.8%

has_superstructure_stone_flag
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	251654
1	8947

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	251654	96.6%
1	8947	3.4%

has_superstructure_cement_mortar_stone
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	255849
1	4752

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

Most occurring characters

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	255849	98.2%
1	4752	1.8%

has_superstructure_mud_mortar_brick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	242840
1	17761

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

Most occurring characters

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	242840	93.2%
1	17761	6.8%

has_superstructure_cement_mortar_brick
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	240986
1	19615

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

Most occurring characters

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	240986	92.5%
1	19615	7.5%

has_superstructure_timber
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	194151
1	66450

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

Most occurring characters

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	194151	74.5%
1	66450	25.5%

has_superstructure_bamboo
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	238447
1	22154

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

Most occurring characters

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	238447	91.5%
1	22154	8.5%

has_superstructure_rc_non_engineered
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	249502
1	11099

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

Most occurring characters

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	249502	95.7%
1	11099	4.3%

has_superstructure_rc_engineered
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	256468
1	4133

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	256468	98.4%
1	4133	1.6%

has_superstructure_other
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	256696
1	3905

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	256696	98.5%
1	3905	1.5%

legal_ownership_status
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

v	250939
a	5512
w	2677
r	1473

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	v
2nd row	v
3rd row	v
4th row	v
5th row	v

Common Values

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Most occurring characters

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	260601	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	260601	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
v	250939	96.3%
a	5512	2.1%
w	2677	1.0%
r	1473	0.6%

count_families
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.98394864

Minimum	0
Maximum	9
Zeros	20862
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	2.0 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.41838898
Coefficient of variation (CV)	0.42521424
Kurtosis	17.670943
Mean	0.98394864
Median Absolute Deviation (MAD)	0
Skewness	1.6347579
Sum	256418
Variance	0.17504934
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	226115	86.8%
0	20862	8.0%
2	11294	4.3%
3	1802	0.7%
4	389	0.1%
5	104	< 0.1%
6	22	< 0.1%
7	7	< 0.1%
9	4	< 0.1%
8	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20862	8.0%
1	226115	86.8%
2	11294	4.3%
3	1802	0.7%
4	389	0.1%
5	104	< 0.1%
6	22	< 0.1%
7	7	< 0.1%
8	2	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
9	4	< 0.1%
8	2	< 0.1%
7	7	< 0.1%
6	22	< 0.1%
5	104	< 0.1%
4	389	0.1%
3	1802	0.7%
2	11294	4.3%
1	226115	86.8%
0	20862	8.0%

has_secondary_use
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	231445
1	29156

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

Most occurring characters

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	231445	88.8%
1	29156	11.2%

has_secondary_use_agriculture
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	243824
1	16777

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

Most occurring characters

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	243824	93.6%
1	16777	6.4%

has_secondary_use_hotel
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	251838
1	8763

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	251838	96.6%
1	8763	3.4%

has_secondary_use_rental
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	258490
1	2111

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

Most occurring characters

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	258490	99.2%
1	2111	0.8%

has_secondary_use_institution
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260356
1	245

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260356	99.9%
1	245	0.1%

has_secondary_use_school
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260507
1	94

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260507	> 99.9%
1	94	< 0.1%

has_secondary_use_industry
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260322
1	279

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260322	99.9%
1	279	0.1%

has_secondary_use_health_post
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260552
1	49

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260552	> 99.9%
1	49	< 0.1%

has_secondary_use_gov_office
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260563
1	38

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260563	> 99.9%
1	38	< 0.1%

has_secondary_use_use_police
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	260578
1	23

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	260578	> 99.9%
1	23	< 0.1%

has_secondary_use_other
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	14.4 MiB

0	259267
1	1334

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	260601
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	260601	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Most occurring scripts

Value	Count	Frequency (%)
Common	260601	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	260601	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	259267	99.5%
1	1334	0.5%

Auto

Heatmap
Table

	building_id	geo_level_1_id	geo_level_2_id	geo_level_3_id	count_floors_pre_eq	age	area_percentage	height_percentage	count_families	land_surface_condition	foundation_type	roof_type	ground_floor_type	other_floor_type	position	plan_configuration	has_superstructure_adobe_mud	has_superstructure_mud_mortar_stone	has_superstructure_stone_flag	has_superstructure_cement_mortar_stone	has_superstructure_mud_mortar_brick	has_superstructure_cement_mortar_brick	has_superstructure_timber	has_superstructure_bamboo	has_superstructure_rc_non_engineered	has_superstructure_rc_engineered	has_superstructure_other	legal_ownership_status	has_secondary_use	has_secondary_use_agriculture	has_secondary_use_hotel	has_secondary_use_rental	has_secondary_use_institution	has_secondary_use_school	has_secondary_use_industry	has_secondary_use_health_post	has_secondary_use_gov_office	has_secondary_use_use_police	has_secondary_use_other
building_id	1.000	-0.003	0.000	-0.000	0.000	0.000	-0.002	0.000	-0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003
geo_level_1_id	-0.003	1.000	-0.067	0.004	-0.088	-0.061	0.038	-0.077	0.037	0.033	0.199	0.206	0.110	0.129	0.136	0.031	0.269	0.333	0.113	0.066	0.285	0.215	0.207	0.235	0.045	0.062	0.060	0.089	0.098	0.126	0.028	0.046	0.006	0.007	0.010	0.004	0.006	0.004	0.044
geo_level_2_id	0.000	-0.067	1.000	0.001	0.043	0.035	-0.024	0.037	-0.012	0.049	0.098	0.087	0.069	0.071	0.079	0.018	0.078	0.151	0.063	0.026	0.100	0.125	0.089	0.092	0.063	0.068	0.041	0.064	0.016	0.036	0.030	0.043	0.008	0.004	0.007	0.000	0.003	0.006	0.030
geo_level_3_id	-0.000	0.004	0.001	1.000	-0.016	-0.003	0.000	-0.018	-0.002	0.033	0.033	0.035	0.026	0.029	0.027	0.008	0.038	0.037	0.035	0.019	0.054	0.034	0.050	0.037	0.031	0.036	0.026	0.033	0.015	0.023	0.012	0.016	0.008	0.006	0.005	0.003	0.002	0.000	0.015
count_floors_pre_eq	0.000	-0.088	0.043	-0.016	1.000	0.255	0.125	0.755	0.078	0.047	0.144	0.182	0.123	0.582	0.314	0.036	0.204	0.358	0.050	0.030	0.392	0.258	0.099	0.080	0.107	0.131	0.033	0.067	0.074	0.055	0.141	0.066	0.026	0.024	0.022	0.008	0.011	0.003	0.010
age	0.000	-0.061	0.035	-0.003	0.255	1.000	-0.017	0.197	0.047	0.018	0.035	0.018	0.031	0.021	0.114	0.015	0.090	0.072	0.026	0.005	0.150	0.004	0.015	0.012	0.010	0.011	0.003	0.013	0.007	0.013	0.005	0.008	0.000	0.000	0.000	0.000	0.000	0.002	0.006
area_percentage	-0.002	0.038	-0.024	0.000	0.125	-0.017	1.000	0.210	0.078	0.019	0.166	0.251	0.164	0.187	0.048	0.047	0.037	0.238	0.005	0.075	0.064	0.213	0.057	0.030	0.189	0.223	0.012	0.012	0.117	0.020	0.158	0.106	0.056	0.077	0.019	0.015	0.036	0.000	0.015
height_percentage	0.000	-0.077	0.037	-0.018	0.755	0.197	0.210	1.000	0.063	0.019	0.167	0.235	0.118	0.299	0.211	0.020	0.152	0.263	0.023	0.032	0.255	0.144	0.066	0.062	0.174	0.231	0.011	0.038	0.128	0.058	0.197	0.106	0.050	0.041	0.014	0.018	0.021	0.000	0.019
count_families	-0.001	0.037	-0.012	-0.002	0.078	0.047	0.078	0.063	1.000	0.014	0.055	0.080	0.047	0.071	0.033	0.008	0.034	0.063	0.009	0.011	0.036	0.049	0.035	0.030	0.060	0.065	0.006	0.011	0.114	0.051	0.080	0.094	0.033	0.029	0.029	0.012	0.017	0.019	0.019
land_surface_condition	0.000	0.033	0.049	0.033	0.047	0.018	0.019	0.019	0.014	1.000	0.032	0.039	0.045	0.037	0.033	0.021	0.021	0.080	0.046	0.013	0.064	0.060	0.047	0.032	0.012	0.028	0.035	0.021	0.009	0.006	0.013	0.008	0.004	0.004	0.000	0.000	0.000	0.002	0.017
foundation_type	0.000	0.199	0.098	0.033	0.144	0.035	0.166	0.167	0.055	0.032	1.000	0.548	0.356	0.411	0.098	0.057	0.105	0.553	0.144	0.203	0.076	0.511	0.341	0.303	0.506	0.543	0.115	0.150	0.173	0.055	0.256	0.185	0.068	0.038	0.022	0.019	0.026	0.008	0.015
roof_type	0.000	0.206	0.087	0.035	0.182	0.018	0.251	0.235	0.080	0.039	0.548	1.000	0.472	0.522	0.126	0.063	0.073	0.438	0.043	0.084	0.036	0.420	0.142	0.094	0.446	0.467	0.020	0.029	0.160	0.060	0.233	0.188	0.065	0.032	0.016	0.017	0.022	0.008	0.010
ground_floor_type	0.000	0.110	0.069	0.026	0.123	0.031	0.164	0.118	0.047	0.045	0.356	0.472	1.000	0.364	0.080	0.059	0.082	0.499	0.130	0.153	0.050	0.586	0.102	0.083	0.364	0.363	0.028	0.032	0.155	0.068	0.249	0.162	0.060	0.037	0.025	0.018	0.020	0.006	0.039
other_floor_type	0.000	0.129	0.071	0.029	0.582	0.021	0.187	0.299	0.071	0.037	0.411	0.522	0.364	1.000	0.113	0.064	0.091	0.451	0.129	0.097	0.038	0.443	0.161	0.070	0.388	0.420	0.037	0.065	0.182	0.065	0.261	0.196	0.075	0.044	0.023	0.019	0.026	0.005	0.021
position	0.000	0.136	0.079	0.027	0.314	0.114	0.048	0.211	0.033	0.033	0.098	0.126	0.080	0.113	1.000	0.027	0.194	0.283	0.021	0.029	0.350	0.119	0.054	0.056	0.089	0.095	0.000	0.030	0.118	0.034	0.200	0.060	0.015	0.007	0.012	0.010	0.008	0.000	0.008
plan_configuration	0.003	0.031	0.018	0.008	0.036	0.015	0.047	0.020	0.008	0.021	0.057	0.063	0.059	0.064	0.027	1.000	0.027	0.121	0.016	0.026	0.044	0.106	0.028	0.023	0.049	0.042	0.019	0.014	0.030	0.017	0.049	0.028	0.012	0.032	0.005	0.000	0.000	0.012	0.000
has_superstructure_adobe_mud	0.000	0.269	0.078	0.038	0.204	0.090	0.037	0.152	0.034	0.021	0.105	0.073	0.082	0.091	0.194	0.027	1.000	0.307	0.007	0.014	0.315	0.037	0.012	0.011	0.037	0.037	0.057	0.051	0.013	0.003	0.012	0.003	0.004	0.000	0.000	0.002	0.001	0.000	0.010
has_superstructure_mud_mortar_stone	0.000	0.333	0.151	0.037	0.358	0.072	0.238	0.263	0.063	0.080	0.553	0.438	0.499	0.451	0.283	0.121	0.307	1.000	0.034	0.104	0.376	0.471	0.040	0.055	0.222	0.224	0.042	0.147	0.087	0.058	0.159	0.118	0.036	0.023	0.025	0.008	0.011	0.002	0.005
has_superstructure_stone_flag	0.000	0.113	0.063	0.035	0.050	0.026	0.005	0.023	0.009	0.046	0.144	0.043	0.130	0.129	0.021	0.016	0.007	0.034	1.000	0.037	0.033	0.044	0.125	0.078	0.008	0.021	0.066	0.010	0.000	0.010	0.009	0.011	0.000	0.000	0.003	0.000	0.001	0.000	0.000
has_superstructure_cement_mortar_stone	0.000	0.066	0.026	0.019	0.030	0.005	0.075	0.032	0.011	0.013	0.203	0.084	0.153	0.097	0.029	0.026	0.014	0.104	0.037	1.000	0.000	0.079	0.014	0.003	0.076	0.025	0.012	0.012	0.042	0.016	0.072	0.034	0.007	0.005	0.006	0.003	0.011	0.003	0.014
has_superstructure_mud_mortar_brick	0.004	0.285	0.100	0.054	0.392	0.150	0.064	0.255	0.036	0.064	0.076	0.036	0.050	0.038	0.350	0.044	0.315	0.376	0.033	0.000	1.000	0.031	0.000	0.000	0.029	0.026	0.026	0.035	0.010	0.039	0.025	0.018	0.001	0.000	0.011	0.000	0.002	0.000	0.004
has_superstructure_cement_mortar_brick	0.000	0.215	0.125	0.034	0.258	0.004	0.213	0.144	0.049	0.060	0.511	0.420	0.586	0.443	0.119	0.106	0.037	0.471	0.044	0.079	0.031	1.000	0.059	0.055	0.139	0.121	0.006	0.078	0.077	0.054	0.139	0.109	0.032	0.019	0.026	0.008	0.007	0.004	0.000
has_superstructure_timber	0.000	0.207	0.089	0.050	0.099	0.015	0.057	0.066	0.035	0.047	0.341	0.142	0.102	0.161	0.054	0.028	0.012	0.040	0.125	0.014	0.000	0.059	1.000	0.438	0.027	0.069	0.104	0.105	0.023	0.003	0.028	0.026	0.005	0.003	0.000	0.004	0.003	0.001	0.014
has_superstructure_bamboo	0.000	0.235	0.092	0.037	0.080	0.012	0.030	0.062	0.030	0.032	0.303	0.094	0.083	0.070	0.056	0.023	0.011	0.055	0.078	0.003	0.000	0.055	0.438	1.000	0.020	0.037	0.117	0.087	0.022	0.004	0.031	0.019	0.004	0.003	0.002	0.003	0.000	0.001	0.008
has_superstructure_rc_non_engineered	0.000	0.045	0.063	0.031	0.107	0.010	0.189	0.174	0.060	0.012	0.506	0.446	0.364	0.388	0.089	0.049	0.037	0.222	0.008	0.076	0.029	0.139	0.027	0.020	1.000	0.012	0.018	0.008	0.108	0.023	0.158	0.103	0.036	0.020	0.015	0.007	0.004	0.000	0.000
has_superstructure_rc_engineered	0.000	0.062	0.068	0.036	0.131	0.011	0.223	0.231	0.065	0.028	0.543	0.467	0.363	0.420	0.095	0.042	0.037	0.224	0.021	0.025	0.026	0.121	0.069	0.037	0.012	1.000	0.010	0.013	0.104	0.029	0.140	0.131	0.050	0.024	0.004	0.010	0.030	0.003	0.008
has_superstructure_other	0.000	0.060	0.041	0.026	0.033	0.003	0.012	0.011	0.006	0.035	0.115	0.020	0.028	0.037	0.000	0.019	0.057	0.042	0.066	0.012	0.026	0.006	0.104	0.117	0.018	0.010	1.000	0.020	0.000	0.006	0.007	0.000	0.001	0.000	0.000	0.000	0.000	0.000	0.006
legal_ownership_status	0.000	0.089	0.064	0.033	0.067	0.013	0.012	0.038	0.011	0.021	0.150	0.029	0.032	0.065	0.030	0.014	0.051	0.147	0.010	0.012	0.035	0.078	0.105	0.087	0.008	0.013	0.020	1.000	0.025	0.012	0.042	0.005	0.000	0.008	0.004	0.000	0.000	0.000	0.016
has_secondary_use	0.000	0.098	0.016	0.015	0.074	0.007	0.117	0.128	0.114	0.009	0.173	0.160	0.155	0.182	0.118	0.030	0.013	0.087	0.000	0.042	0.010	0.077	0.023	0.022	0.108	0.104	0.000	0.025	1.000	0.739	0.526	0.255	0.086	0.053	0.092	0.038	0.033	0.026	0.202
has_secondary_use_agriculture	0.000	0.126	0.036	0.023	0.055	0.013	0.020	0.058	0.051	0.006	0.055	0.060	0.068	0.065	0.034	0.017	0.003	0.058	0.010	0.016	0.039	0.054	0.003	0.004	0.023	0.029	0.006	0.012	0.739	1.000	0.049	0.024	0.008	0.004	0.008	0.002	0.002	0.000	0.085
has_secondary_use_hotel	0.003	0.028	0.030	0.012	0.141	0.005	0.158	0.197	0.080	0.013	0.256	0.233	0.249	0.261	0.200	0.049	0.012	0.159	0.009	0.072	0.025	0.139	0.028	0.031	0.158	0.140	0.007	0.042	0.526	0.049	1.000	0.017	0.005	0.002	0.005	0.000	0.000	0.000	0.003
has_secondary_use_rental	0.000	0.046	0.043	0.016	0.066	0.008	0.106	0.106	0.094	0.008	0.185	0.188	0.162	0.196	0.060	0.028	0.003	0.118	0.011	0.034	0.018	0.109	0.026	0.019	0.103	0.131	0.000	0.005	0.255	0.024	0.017	1.000	0.001	0.000	0.001	0.000	0.000	0.000	0.001
has_secondary_use_institution	0.000	0.006	0.008	0.008	0.026	0.000	0.056	0.050	0.033	0.004	0.068	0.065	0.060	0.075	0.015	0.012	0.004	0.036	0.000	0.007	0.001	0.032	0.005	0.004	0.036	0.050	0.001	0.000	0.086	0.008	0.005	0.001	1.000	0.000	0.000	0.000	0.000	0.000	0.003
has_secondary_use_school	0.000	0.007	0.004	0.006	0.024	0.000	0.077	0.041	0.029	0.004	0.038	0.032	0.037	0.044	0.007	0.032	0.000	0.023	0.000	0.005	0.000	0.019	0.003	0.003	0.020	0.024	0.000	0.008	0.053	0.004	0.002	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000
has_secondary_use_industry	0.000	0.010	0.007	0.005	0.022	0.000	0.019	0.014	0.029	0.000	0.022	0.016	0.025	0.023	0.012	0.005	0.000	0.025	0.003	0.006	0.011	0.026	0.000	0.002	0.015	0.004	0.000	0.004	0.092	0.008	0.005	0.001	0.000	0.000	1.000	0.000	0.000	0.000	0.003
has_secondary_use_health_post	0.000	0.004	0.000	0.003	0.008	0.000	0.015	0.018	0.012	0.000	0.019	0.017	0.018	0.019	0.010	0.000	0.002	0.008	0.000	0.003	0.000	0.008	0.004	0.003	0.007	0.010	0.000	0.000	0.038	0.002	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000
has_secondary_use_gov_office	0.000	0.006	0.003	0.002	0.011	0.000	0.036	0.021	0.017	0.000	0.026	0.022	0.020	0.026	0.008	0.000	0.001	0.011	0.001	0.011	0.002	0.007	0.003	0.000	0.004	0.030	0.000	0.000	0.033	0.002	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000
has_secondary_use_use_police	0.000	0.004	0.006	0.000	0.003	0.002	0.000	0.000	0.019	0.002	0.008	0.008	0.006	0.005	0.000	0.012	0.000	0.002	0.000	0.003	0.000	0.004	0.001	0.001	0.000	0.003	0.000	0.000	0.026	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000
has_secondary_use_other	0.003	0.044	0.030	0.015	0.010	0.006	0.015	0.019	0.019	0.017	0.015	0.010	0.039	0.021	0.008	0.000	0.010	0.005	0.000	0.014	0.004	0.000	0.014	0.008	0.000	0.008	0.006	0.016	0.202	0.085	0.003	0.001	0.003	0.000	0.003	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	building_id	geo_level_1_id	geo_level_2_id	geo_level_3_id	count_floors_pre_eq	age	area_percentage	height_percentage	land_surface_condition	foundation_type	roof_type	ground_floor_type	other_floor_type	position	plan_configuration	has_superstructure_adobe_mud	has_superstructure_mud_mortar_stone	has_superstructure_cement_mortar_brick	has_superstructure_timber	has_superstructure_bamboo	legal_ownership_status	count_families	has_secondary_use	has_secondary_use_agriculture
0	802906	6	487	12198	2	30	6	5	t	r	n	f	q	t	d	1	1	0	0	0	v	1	0	0
1	28830	8	900	2812	2	10	8	7	o	r	n	x	q	s	d	0	1	0	0	0	v	1	0	0
2	94947	21	363	8973	2	10	5	5	t	r	n	f	x	t	d	0	1	0	0	0	v	1	0	0
3	590882	22	418	10694	2	10	6	5	t	r	n	f	x	s	d	0	1	0	1	1	v	1	0	0
4	201944	11	131	1488	3	30	8	9	t	r	n	f	x	s	d	1	0	0	0	0	v	1	0	0
5	333020	8	558	6089	2	10	9	5	t	r	n	f	q	s	d	0	1	0	0	0	v	1	1	1
6	728451	9	475	12066	2	25	3	4	n	r	n	x	q	s	d	0	1	0	0	0	v	1	0	0
7	475515	20	323	12236	2	0	8	6	t	w	q	v	x	s	u	0	0	1	1	0	v	1	0	0
8	441126	0	757	7219	2	15	8	6	t	r	q	f	q	s	d	0	1	0	1	0	v	1	0	0
9	989500	26	886	994	1	0	13	4	t	i	n	v	j	s	d	0	0	1	0	0	v	1	0	0

	building_id	geo_level_1_id	geo_level_2_id	geo_level_3_id	count_floors_pre_eq	age	area_percentage	height_percentage	land_surface_condition	foundation_type	roof_type	ground_floor_type	other_floor_type	position	plan_configuration	has_superstructure_mud_mortar_stone	has_superstructure_mud_mortar_brick	has_superstructure_cement_mortar_brick	has_superstructure_timber	legal_ownership_status	count_families	has_secondary_use	has_secondary_use_agriculture
260591	560805	20	368	5980	1	25	5	3	n	r	n	f	j	s	d	1	0	0	0	v	1	1	1
260592	207683	10	1382	1903	2	25	5	5	t	r	n	f	q	s	d	1	0	0	1	v	1	0	0
260593	226421	8	767	8613	2	5	13	5	t	r	n	f	q	s	d	1	0	0	0	v	1	1	1
260594	159555	27	181	1537	6	0	13	12	t	r	n	f	x	j	d	0	1	0	0	v	1	0	0
260595	827012	8	268	4718	2	20	8	5	t	r	n	f	q	s	d	1	0	0	0	v	1	0	0
260596	688636	25	1335	1621	1	55	6	3	n	r	n	f	j	s	q	1	0	0	0	v	1	0	0
260597	669485	17	715	2060	2	0	6	5	t	r	n	f	q	s	d	1	0	0	0	v	1	0	0
260598	602512	17	51	8163	3	55	6	7	t	r	q	f	q	s	d	1	0	0	0	v	1	0	0
260599	151409	26	39	1851	2	10	14	6	t	r	x	v	s	j	d	0	0	1	0	v	1	0	0
260600	747594	21	9	9101	3	10	7	6	n	r	n	f	q	j	d	1	0	0	0	v	3	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII